Image Denoising on BSD68 σ=50
28.41PSNRDVANet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DVANetVenue=Ours2026.06 | 28.41 | — | |
| Ours OHvariant=OH2024.11 | 28.25 | 80.4 | |
| Ours SWvariant=SW2024.11 | 28.22 | 80.3 | |
| AdaIR2024.11 | 28.19 | 80.2 | |
| MoCE-IRVenue=CVPR’252026.06 | 28.07 | — | |
| PromptIRParameters=36M2024.05 | 28.06 | 79.9 | |
| PromptIR2024.11 | 28.06 | 79.9 | |
| DFPIRVenue=CVPR’252026.06 | 28.05 | — | |
| AirNetModel Type=All-in-one2024.01 | 28 | 79.74 | |
| AirNetParameters=9M2024.05 | 28 | 79.7 | |
| DaAIRParameters=6M2024.05 | 28 | 79.2 | |
| AirNet2024.11 | 28 | 79.7 | |
| U-WADNModel Type=All-in-one2024.01 | 27.92 | 79.32 | |
| Restormer2024.11 | 27.9 | 79.4 | |
| DCPTVenue=ICLR’252026.06 | 27.86 | — | |
| DA-CLIPVenue=ICLR’242026.06 | 27.85 | — | |
| RAMVenue=ECCV’242026.06 | 27.8 | — | |
| NAFNetVenue=ECCV’222026.06 | 27.73 | — | |
| MPRNetModel Type=All-in-one2024.01 | 27.56 | 77.92 | |
| MPRNetParameters=16M2024.05 | 27.56 | 77.9 | |
| MPRNet2024.11 | 27.56 | 77.9 | |
| SwinIRVenue=ICCV’212026.06 | 27.13 | — | |
| IR-SDEVenue=ICML’232026.06 | 26.98 | — | |
| DLModel Type=All-in-one2024.01 | 26.9 | 74.01 | |
| DLParameters=2M2024.05 | 26.9 | 74 | |
| DL2024.11 | 26.9 | 74 | |
| DiffUIRVenue=CVPR’242026.06 | 26.63 | — | |
| FDGANModel Type=All-in-one2024.01 | 26.43 | 77.57 | |
| FDGAN2024.05 | 26.43 | 77.6 | |
| BRDNetModel Type=All-in-one2024.01 | 26.34 | 69.34 | |
| BRDNet2024.05 | 26.34 | 69.3 | |
| DA-RCOTVenue=TPAMI’252026.06 | 25.95 | — | |
| LPNetModel Type=All-in-one2024.01 | 21.26 | 55.22 | |
| LPNet2024.05 | 21.26 | 55.2 |